Matches in DBpedia 2015-10 for { <http://dbpedia.org/resource/Best_linear_unbiased_prediction> ?p ?o }
Showing triples 1 to 45 of
45
with 100 triples per page.
- Best_linear_unbiased_prediction abstract "In statistics, best linear unbiased prediction (BLUP) is used in linear mixed models for the estimation of random effects. BLUP was derived by Charles Roy Henderson in 1950 but the term "best linear unbiased predictor" (or "prediction") seems not to have been used until 1962. "Best linear unbiased predictions" (BLUPs) of random effects are similar to best linear unbiased estimates (BLUEs) (see Gauss–Markov theorem) of fixed effects. The distinction arises because it is conventional to talk about estimating fixed effects but predicting random effects, but the two terms are otherwise equivalent. (This is a bit strange since the random effects have already been "realized" − they already exist. The use of the term "prediction" may be because in the field of animal breeding in which Henderson worked, the random effects were usually genetic merit, which could be used to predict the quality of offspring (Robinson page 28)). However, the equations for the "fixed" effects and for the random effects are different.In practice, it is often the case that the parameters associated with the random effect(s) term(s) are unknown; these parameters are the variances of the random effects and residuals. Typically the parameters are estimated and plugged into the predictor, leading to the Empirical Best Linear Unbiased Predictor (EBLUP). Notice that by simply plugging in the estimated parameter into the predictor, additional variability is unaccounted for, leading to overly optimistic prediction variances for the EBLUP.Best linear unbiased predictions are similar to empirical Bayes estimates of random effects in linear mixed models, except that in the latter case, where weights depend on unknown values of components of variance, these unknown variances are replaced by sample-based estimates.".
- Best_linear_unbiased_prediction wikiPageExternalLink .Ui4zjWRgYXc.
- Best_linear_unbiased_prediction wikiPageExternalLink rrblup-package-in-r-for-genomewide-selection.
- Best_linear_unbiased_prediction wikiPageExternalLink genomic-relationships-and-gblup.
- Best_linear_unbiased_prediction wikiPageID "15915709".
- Best_linear_unbiased_prediction wikiPageLength "5523".
- Best_linear_unbiased_prediction wikiPageOutDegree "14".
- Best_linear_unbiased_prediction wikiPageRevisionID "649652940".
- Best_linear_unbiased_prediction wikiPageWikiLink Best_linear_unbiased_estimator.
- Best_linear_unbiased_prediction wikiPageWikiLink Biometrics_(journal).
- Best_linear_unbiased_prediction wikiPageWikiLink Category:Estimation_theory.
- Best_linear_unbiased_prediction wikiPageWikiLink Category:Statistical_methods.
- Best_linear_unbiased_prediction wikiPageWikiLink Charles_Roy_Henderson.
- Best_linear_unbiased_prediction wikiPageWikiLink Dependent_and_independent_variables.
- Best_linear_unbiased_prediction wikiPageWikiLink Empirical_Bayes.
- Best_linear_unbiased_prediction wikiPageWikiLink Empirical_Bayes_method.
- Best_linear_unbiased_prediction wikiPageWikiLink Empirical_Best_Linear_Unbiased_Predictor.
- Best_linear_unbiased_prediction wikiPageWikiLink Gauss–Markov_theorem.
- Best_linear_unbiased_prediction wikiPageWikiLink Journal_of_Multivariate_Analysis.
- Best_linear_unbiased_prediction wikiPageWikiLink Minimum_mean_square_error.
- Best_linear_unbiased_prediction wikiPageWikiLink Mixed_model.
- Best_linear_unbiased_prediction wikiPageWikiLink Random_effects_model.
- Best_linear_unbiased_prediction wikiPageWikiLink Statistics.
- Best_linear_unbiased_prediction wikiPageWikiLinkText "BLUP".
- Best_linear_unbiased_prediction wikiPageWikiLinkText "Best linear unbiased prediction".
- Best_linear_unbiased_prediction wikiPageWikiLinkText "best linear unbiased prediction".
- Best_linear_unbiased_prediction wikiPageWikiLinkText "best linear unbiased predictors".
- Best_linear_unbiased_prediction wikiPageWikiLinkText "best unbiased linear predictor".
- Best_linear_unbiased_prediction hasPhotoCollection Best_linear_unbiased_prediction.
- Best_linear_unbiased_prediction wikiPageUsesTemplate Template:Citation.
- Best_linear_unbiased_prediction wikiPageUsesTemplate Template:Doi.
- Best_linear_unbiased_prediction subject Category:Estimation_theory.
- Best_linear_unbiased_prediction subject Category:Statistical_methods.
- Best_linear_unbiased_prediction type Method.
- Best_linear_unbiased_prediction comment "In statistics, best linear unbiased prediction (BLUP) is used in linear mixed models for the estimation of random effects. BLUP was derived by Charles Roy Henderson in 1950 but the term "best linear unbiased predictor" (or "prediction") seems not to have been used until 1962. "Best linear unbiased predictions" (BLUPs) of random effects are similar to best linear unbiased estimates (BLUEs) (see Gauss–Markov theorem) of fixed effects.".
- Best_linear_unbiased_prediction label "Best linear unbiased prediction".
- Best_linear_unbiased_prediction sameAs BLUP.
- Best_linear_unbiased_prediction sameAs BLUP.
- Best_linear_unbiased_prediction sameAs m.03qg5r_.
- Best_linear_unbiased_prediction sameAs BLUE.
- Best_linear_unbiased_prediction sameAs Q796265.
- Best_linear_unbiased_prediction sameAs Q796265.
- Best_linear_unbiased_prediction sameAs 最佳线性无偏预测.
- Best_linear_unbiased_prediction wasDerivedFrom Best_linear_unbiased_prediction?oldid=649652940.
- Best_linear_unbiased_prediction isPrimaryTopicOf Best_linear_unbiased_prediction.